Paper Citation Record · LEDGER

TECO: Improving Multimodal Intent Recognition with Text Enhancement through Commonsense Knowledge Extraction

As of 23 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2412.08529.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2412.08529 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T17:49:45.838945Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

24 of 24 outbound references displayed

verified exact0
verified fuzzy0
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 33ef7f62-e865-40e4-aac2-f71f1666f90e · outbound

This paper cites online" 'onlinestring :=.

TECO: Improving Multimodal Intent Recognition with Text Enhancement through Commonsense Knowledge Extraction online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T17:49:45.703854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81c2a3f2-df23-41c1-a7cf-dae24a82611d · outbound

This paper cites write newline.

TECO: Improving Multimodal Intent Recognition with Text Enhancement through Commonsense Knowledge Extraction write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T17:49:45.710110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80a5953a-dc7e-4c60-b1b7-2f5c22ad883e · outbound

This paper cites an unresolved cited work.

TECO: Improving Multimodal Intent Recognition with Text Enhancement through Commonsense Knowledge Extraction Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T17:49:45.716394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b00dd150-80a2-4b0b-b921-633a1625c8e2 · outbound

This paper cites an unresolved cited work.

TECO: Improving Multimodal Intent Recognition with Text Enhancement through Commonsense Knowledge Extraction Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:49:46.258761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3cb3c3aa-7d04-492a-800c-8f8c3e7f331b · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

TECO: Improving Multimodal Intent Recognition with Text Enhancement through Commonsense Knowledge Extraction BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T17:49:45.726867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9f0d2de-951d-4c24-9fa0-11295f46b6ea · outbound

This paper cites an unresolved cited work.

TECO: Improving Multimodal Intent Recognition with Text Enhancement through Commonsense Knowledge Extraction Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T17:49:45.734048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cb37510-8e13-45e5-a91f-cd4cb4441d80 · outbound

This paper cites an unresolved cited work.

TECO: Improving Multimodal Intent Recognition with Text Enhancement through Commonsense Knowledge Extraction Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T17:49:45.739408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de4efb31-cb67-4aee-8ab4-573495230881 · outbound

This paper cites an unresolved cited work.

TECO: Improving Multimodal Intent Recognition with Text Enhancement through Commonsense Knowledge Extraction Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:49:46.208423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3ea1dca4-2018-4641-bb03-68bf4f2e9fde · outbound

This paper cites an unresolved cited work.

TECO: Improving Multimodal Intent Recognition with Text Enhancement through Commonsense Knowledge Extraction Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:49:46.182658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation df6a86be-e7cb-4cc8-8402-7e295ded4148 · outbound

This paper cites an unresolved cited work.

TECO: Improving Multimodal Intent Recognition with Text Enhancement through Commonsense Knowledge Extraction Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:49:46.162038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation eed3cfe1-a32a-4978-9ab3-e1695282034f · outbound

This paper cites an unresolved cited work.

TECO: Improving Multimodal Intent Recognition with Text Enhancement through Commonsense Knowledge Extraction Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:49:46.142679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6ef2cae5-139a-4022-9338-7990bce69f48 · outbound

This paper cites an unresolved cited work.

TECO: Improving Multimodal Intent Recognition with Text Enhancement through Commonsense Knowledge Extraction Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:49:46.124483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 43829154-4059-4794-a1da-5cc152ba436e · outbound

This paper cites Decoupled Weight Decay Regularization.

TECO: Improving Multimodal Intent Recognition with Text Enhancement through Commonsense Knowledge Extraction Decoupled Weight Decay Regularization

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T17:49:45.774590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d4b664d-7f38-469e-ad50-5b9393ac4c16 · outbound

This paper cites an unresolved cited work.

TECO: Improving Multimodal Intent Recognition with Text Enhancement through Commonsense Knowledge Extraction Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:49:46.104159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f40d8cbe-fd96-479e-a07b-0011560cafca · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

TECO: Improving Multimodal Intent Recognition with Text Enhancement through Commonsense Knowledge Extraction Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T17:49:45.786803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21c042d4-d9a9-47b0-9086-87ee43334280 · outbound

This paper cites an unresolved cited work.

TECO: Improving Multimodal Intent Recognition with Text Enhancement through Commonsense Knowledge Extraction Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T17:49:45.792243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae92db97-c9e1-43cd-a818-8e7bd89ca952 · outbound

This paper cites wav2vec: Unsupervised Pre-training for Speech Recognition.

TECO: Improving Multimodal Intent Recognition with Text Enhancement through Commonsense Knowledge Extraction wav2vec: Unsupervised Pre-training for Speech Recognition

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T17:49:45.797865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf41fe96-5e74-4450-b025-eeb4b527d57e · outbound

This paper cites an unresolved cited work.

TECO: Improving Multimodal Intent Recognition with Text Enhancement through Commonsense Knowledge Extraction Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:49:46.070515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1ff0b1d0-d7cc-47b0-9068-6faf67feac74 · outbound

This paper cites an unresolved cited work.

TECO: Improving Multimodal Intent Recognition with Text Enhancement through Commonsense Knowledge Extraction Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T17:49:45.809412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73c643dd-0a03-4001-9303-59b5e370556e · outbound

This paper cites an unresolved cited work.

TECO: Improving Multimodal Intent Recognition with Text Enhancement through Commonsense Knowledge Extraction Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T17:49:45.814966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc0aa527-7f81-4f61-9169-0fa636320230 · outbound

This paper cites XLNet: Generalized Autoregressive Pretraining for Language Understanding.

TECO: Improving Multimodal Intent Recognition with Text Enhancement through Commonsense Knowledge Extraction XLNet: Generalized Autoregressive Pretraining for Language Understanding

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T17:49:45.821835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dec957a-885f-41d4-96c5-75721d09ce82 · outbound

This paper cites an unresolved cited work.

TECO: Improving Multimodal Intent Recognition with Text Enhancement through Commonsense Knowledge Extraction Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:49:46.031199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 269bb522-b56e-4f6a-9cd5-7cefaf8e733e · outbound

This paper cites an unresolved cited work.

TECO: Improving Multimodal Intent Recognition with Text Enhancement through Commonsense Knowledge Extraction Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:49:46.010283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 707c11f7-90ad-4ed9-8de3-e838e53e236a · outbound

This paper cites an unresolved cited work.

TECO: Improving Multimodal Intent Recognition with Text Enhancement through Commonsense Knowledge Extraction Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T17:49:45.838945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.